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2502.14361
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Retrieval-Augmented Process Reward Model for Generalizable Mathematical Reasoning
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
20 February 2025
Jiachen Zhu
Congmin Zheng
Jianghao Lin
Kounianhua Du
Ying Wen
Yong Yu
Jun Wang
Weinan Zhang
LRM
ReLM
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Papers citing
"Retrieval-Augmented Process Reward Model for Generalizable Mathematical Reasoning"
10 / 10 papers shown
Can Knowledge-Graph-based Retrieval Augmented Generation Really Retrieve What You Need?
Junchi Yu
Y. Liu
Jindong Gu
Philip Torr
Dongzhan Zhou
RALM
211
1
0
18 Oct 2025
A Survey of Process Reward Models: From Outcome Signals to Process Supervisions for Large Language Models
Congming Zheng
Jiachen Zhu
Zhuoying Ou
Yuxiang Chen
Kangning Zhang
...
Zeyu Zheng
Mengyue Yang
Jianghao Lin
Yong Yu
Weinan Zhang
LRM
214
1
0
09 Oct 2025
Enhancing Large Language Model Reasoning with Reward Models: An Analytical Survey
Qiyuan Liu
Hao Xu
Xuhong Chen
Wei Chen
Yee Whye Teh
Ning Miao
ReLM
LRM
AI4CE
289
0
0
02 Oct 2025
From Evidence to Trajectory: Abductive Reasoning Path Synthesis for Training Retrieval-Augmented Generation Agents
Muzhi Li
Jinhu Qi
Yihong Wu
Minghao Zhao
Liheng Ma
Y. Li
Xinyu Wang
Yingxue Zhang
Ho-fung Leung
Irwin King
RALM
LRM
103
0
0
27 Sep 2025
StepORLM: A Self-Evolving Framework With Generative Process Supervision For Operations Research Language Models
Chenyu Zhou
Tianyi Xu
Jianghao Lin
Dongdong Ge
LRM
187
3
0
26 Sep 2025
Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards
Jaehoon Yun
Jiwoong Sohn
Jungwoo Park
Hyunjae Kim
Xiangru Tang
...
Minhyeok Ko
Qingyu Chen
Mark B. Gerstein
Michael Moor
Jaewoo Kang
LRM
LM&MA
280
6
0
13 Jun 2025
NL-Debugging: Exploiting Natural Language as an Intermediate Representation for Code Debugging
Weiming Zhang
Qingyao Li
Xinyi Dai
Jizheng Chen
Kounianhua Du
Weinan Zhang
Weiwen Liu
Yasheng Wang
Ruiming Tang
Yong Yu
LRM
467
1
0
21 May 2025
Fusing Bidirectional Chains of Thought and Reward Mechanisms A Method for Enhancing Question-Answering Capabilities of Large Language Models for Chinese Intangible Cultural Heritage
R. Liu
Zhixiao Zhao
Jiajun Li
Junfeng Fang
Dongbo Wang
442
0
0
13 May 2025
Synergizing RAG and Reasoning: A Systematic Review
Yunfan Gao
Yun Xiong
Yijie Zhong
Yuxi Bi
Ming Xue
Haoyu Wang
LRM
AI4CE
1.1K
26
0
22 Apr 2025
A Comprehensive Survey of Reward Models: Taxonomy, Applications, Challenges, and Future
Jialun Zhong
Wei Shen
Yanzeng Li
Songyang Gao
Hua Lu
Yicheng Chen
Yang Zhang
Wei Zhou
Jinjie Gu
Lei Zou
LRM
362
30
0
12 Apr 2025
1
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